Biomedical subjects

Yamini Dalal

Publications and source records attributed to Yamini Dalal.

5 recordsLinked to original sources

PubMed2025

MetaChrome: An Open-Source, User-Friendly Tool for Automated Metaphase Chromosome Analysis.

DNA Fluorescence In Situ Hybridization (FISH) is an essential technique to study chromosome biology and genetics, enabling precise visualization of specific genomic loci to study structural abnormalities, gene mapping, and chromosomal rearrangements. High-Throughput Imaging (HTI) can automate the analysis of DNA-FISH chromosome images, but the accurate and automated segmentation of mitotic chromosomes and simultaneous colocalization of FISH signals remains a challenge. While several commercial automated karyotyping tools partially solve these issues, open-source software that effectively combines robust chromosome segmentation with comprehensive colocalization analysis capabilities remains necessary. To address this unmet need, we developed MetaChrome, an open-source software platform built around a graphical user interface and explicitly designed for automated metaphase chromosome analysis. MetaChrome leverages fine-tuned deep learning models to automate metaphase chromosome segmentation, together with colocalization analysis of chromosome-specific FISH probes and immunofluorescent-labeled proteins. Importantly, MetaChrome achieves enhanced segmentation accuracy compared to traditional image processing methods by adopting a Cellpose segmentation model fine-tuned with manually annotated metaphase chromosome datasets. The fine-tuned model ensures precise assignment of DNA-FISH spots to individual chromosomes in an automated manner. This facilitates rapid identification of chromosomal abnormalities, reduces human error, and advances high-throughput chromosome analysis workflows, addressing a key bottleneck in chromosome biology research.

Chromosome segmentation↗

PubMed2006

Chaperone-mediated assembly of centromeric chromatin in vitro.

Every eukaryotic chromosome requires a centromere for attachment to spindle microtubules for chromosome segregation. Although centromeric DNA sequences vary greatly among species, centromeres are universally marked by the presence of a centromeric histone variant, centromeric histone 3 (CenH3), which replaces canonical histone H3 in centromeric nucleosomes. Conventional chromatin is maintained in part by histone chaperone complexes, which deposit the S phase-limited (H3) and constitutive (H3.3) forms of histone 3. However, the mechanism that deposits CenH3 specifically at centromeres and faithfully maintains its chromosome location through mitosis and meiosis is unknown. To address this problem, we have biochemically purified a soluble assembly complex that targets tagged CenH3 to centromeres in Drosophila cells. Two different affinity procedures led to purification of the same complex, which consists of CenH3, histone H4, and a single protein chaperone, RbAp48, a highly abundant component of various chromatin assembly, remodeling, and modification complexes. The corresponding CenH3 assembly complex reconstituted in vitro is sufficient for chromatin assembly activity, without requiring additional components. The simple CenH3 assembly complex is in contrast to the multisubunit complexes previously described for H3 and H3.3, suggesting that centromeres are maintained by a passive mechanism that involves exclusion of the complexes that deposit canonical H3s during replication and transcription.

Animals↗

PubMed2005

Long-range oscillation in a periodic DNA sequence motif may influence nucleosome array formation.

We have experimentally examined the characteristics of nucleosome array formation in different regions of mouse liver chromatin, and have computationally analyzed the corresponding genomic DNA sequences. We have shown that the mouse adenosine deaminase (MADA) gene locus is packaged into an exceptionally regular nucleosome array with a shortened repeat, consistent with our computational prediction based on the DNA sequence. A survey of the mouse genome indicates that <10% of 70 kb windows possess a nucleosome-ordering signal, consisting of regular long-range oscillations in the period-10 triplet motif non-T, A/T, G (VWG), which is as strong as the signal in the MADA locus. A strong signal in the center of this locus, confirmed by in vitro chromatin assembly experiments, appears to cooperate with weaker, in-phase signals throughout the locus. In contrast, the mouse odorant receptor (MOR) locus, which lacks locus-wide signals, was representative of approximately 40% of the mouse genomic DNA surveyed. Within this locus, nucleosome arrays were similar to those of bulk chromatin. Genomic DNA sequences which were computationally similar to MADA or MOR resulted in MADA- or MOR-like nucleosome ladders experimentally. Overall, we provide evidence that computationally predictable information in the DNA sequence may affect nucleosome array formation in animal tissue.

Adenosine Deaminase↗

PubMed2005

Centromeric chromatin: what makes it unique?

Centromeres represent the final frontier of eukaryotic genomes. Although they are defining features of chromosomes--the points at which spindle microtubules attach--the fundamental features that distinguish them from other parts of the chromosome remain mysterious. The function of centromeres is conserved throughout eukaryotic biology, but their DNA sequences are not. Rather, accumulating evidence favors chromatin-based centromeric identification. To understand how centromeric identity is maintained, researchers have studied DNA-protein interactions at native centromeres and ectopic "neocentromeres". Other studies have taken a comparative approach focusing on centromere-specific proteins, of which mammalian CENP-A and CENP-C are the prototypes. Elucidating the assembly and structure of chromatin at centromeres remain key challenges.

Animals↗

PubMed2004

DNA sequence alterations affect nucleosome array formation of the chicken ovalbumin gene.

The role of the large amount (more than half of the genome) of noncoding DNA in higher organisms is not well understood. DNA evolved to function in the context of chromatin, and the possibility exists that some of the noncoding DNA serves to influence chromatin structure and function. In this age of genomics and bioinformatics, genomic DNA sequences are being searched for informational content beyond the known genetic code. The discovery that period-10 non-T, A/T, G (VWG) triplets are among the most abundant motifs in human genomic DNA suggests that they may serve some function in higher organisms. In this paper, we provide direct evidence that the regular oscillation of period-10 VWG that occurs in the chicken ovalbumin gene sequence with a dinucleosome-like period facilitates nucleosome array formation. Using a linker histone-dependent in vitro chromatin assembly system that spontaneously aligns nucleosomes into a physiological array, we show that nucleosomes tend to avoid DNA regions with low period-10 VWG counts. This avoidance leads to the formation of an array with a nucleosome repeat equal to half the period value of the oscillation in period-10 VWG, as determined by Fourier analysis. Two different half-period deletions in the wild-type DNA sequence altered the nucleosome array, as predicted computationally. In contrast, a full-period deletion had an insignificant effect on the nucleosome array formed, also consistent with the prediction. An inversion mutation, with no DNA sequences deleted, again altered the nucleosome array formed, as predicted computationally. Hence, a VWG dinucleosome signal is plausible.

Animals↗